René's URL Explorer Experiment

Title: GitHub - phase2interactive/llm: Access large language models from the command-line

Open Graph Title: GitHub - phase2interactive/llm: Access large language models from the command-line

X Title: GitHub - phase2interactive/llm: Access large language models from the command-line

Description: Access large language models from the command-line - phase2interactive/llm

Open Graph Description: Access large language models from the command-line - phase2interactive/llm

X Description: Access large language models from the command-line - phase2interactive/llm

Opengraph URL: https://github.com/phase2interactive/llm

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:78d56ed9-128d-53a7-c277-815998d6a8e4
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	E11C:16D1F8:6D7030:8E4EBD:697F774A
html-safe-nonce	e5a5d482ba49ab357808f2e4e3442538ad1ed2dda89e94fa6bf3d683663db9a1
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMTFDOjE2RDFGODo2RDcwMzA6OEU0RUJEOjY5N0Y3NzRBIiwidmlzaXRvcl9pZCI6IjYwMDUxNjc2ODk1NzA0MTY0NTgiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	9bb01d336684286642d2245ccf06d2496848e011f3f7db148234374fb637f0eb
hovercard-subject-tag	repository:994200850
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/phase2interactive/llm
twitter:image	https://opengraph.githubassets.com/1ad261c166fdbfa0923d7988ef199c068ae00a76d9e92dbb77c1b8f1bbaa28a5/phase2interactive/llm
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/1ad261c166fdbfa0923d7988ef199c068ae00a76d9e92dbb77c1b8f1bbaa28a5/phase2interactive/llm
og:image:alt	Access large language models from the command-line - phase2interactive/llm
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	60279d4097367e16897439d16d6bbe4180663db828c666eeed2656988ffe59f6
turbo-cache-control	no-preview
go-import	github.com/phase2interactive/llm git https://github.com/phase2interactive/llm.git
octolytics-dimension-user_id	2745388
octolytics-dimension-user_login	phase2interactive
octolytics-dimension-repository_id	994200850
octolytics-dimension-repository_nwo	phase2interactive/llm
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	622352364
octolytics-dimension-repository_parent_nwo	simonw/llm
octolytics-dimension-repository_network_root_id	622352364
octolytics-dimension-repository_network_root_nwo	simonw/llm
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	7c85641c598ad130c74f7bcc27f58575cac69551
ui-target	canary-1
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/phase2interactive/llm#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fphase2interactive%2Fllm
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fphase2interactive%2Fllm
Sign up	https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=phase2interactive%2Fllm
Reload	https://patch-diff.githubusercontent.com/phase2interactive/llm
Reload	https://patch-diff.githubusercontent.com/phase2interactive/llm
Reload	https://patch-diff.githubusercontent.com/phase2interactive/llm
phase2interactive	https://patch-diff.githubusercontent.com/phase2interactive
llm	https://patch-diff.githubusercontent.com/phase2interactive/llm
simonw/llm	https://patch-diff.githubusercontent.com/simonw/llm
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fphase2interactive%2Fllm
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fphase2interactive%2Fllm
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fphase2interactive%2Fllm
llm.datasette.io	https://llm.datasette.io
Apache-2.0 license	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/LICENSE
0 stars	https://patch-diff.githubusercontent.com/phase2interactive/llm/stargazers
751 forks	https://patch-diff.githubusercontent.com/phase2interactive/llm/forks
Branches	https://patch-diff.githubusercontent.com/phase2interactive/llm/branches
Tags	https://patch-diff.githubusercontent.com/phase2interactive/llm/tags
Activity	https://patch-diff.githubusercontent.com/phase2interactive/llm/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fphase2interactive%2Fllm
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fphase2interactive%2Fllm
Code	https://patch-diff.githubusercontent.com/phase2interactive/llm
Pull requests 0	https://patch-diff.githubusercontent.com/phase2interactive/llm/pulls
Actions	https://patch-diff.githubusercontent.com/phase2interactive/llm/actions
Projects 0	https://patch-diff.githubusercontent.com/phase2interactive/llm/projects
Security 0	https://patch-diff.githubusercontent.com/phase2interactive/llm/security
Insights	https://patch-diff.githubusercontent.com/phase2interactive/llm/pulse
Code	https://patch-diff.githubusercontent.com/phase2interactive/llm
Pull requests	https://patch-diff.githubusercontent.com/phase2interactive/llm/pulls
Actions	https://patch-diff.githubusercontent.com/phase2interactive/llm/actions
Projects	https://patch-diff.githubusercontent.com/phase2interactive/llm/projects
Security	https://patch-diff.githubusercontent.com/phase2interactive/llm/security
Insights	https://patch-diff.githubusercontent.com/phase2interactive/llm/pulse
Branches	https://patch-diff.githubusercontent.com/phase2interactive/llm/branches
Tags	https://patch-diff.githubusercontent.com/phase2interactive/llm/tags
	https://patch-diff.githubusercontent.com/phase2interactive/llm/branches
	https://patch-diff.githubusercontent.com/phase2interactive/llm/tags
933 Commits	https://patch-diff.githubusercontent.com/phase2interactive/llm/commits/main/
	https://patch-diff.githubusercontent.com/phase2interactive/llm/commits/main/
.devcontainer	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/.devcontainer
.devcontainer	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/.devcontainer
.github	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/.github
.github	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/.github
docs	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/docs
docs	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/docs
llm	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/llm
llm	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/llm
tests	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/tests
tests	https://patch-diff.githubusercontent.com/phase2interactive/llm/tree/main/tests
.gitignore	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/.gitignore
.readthedocs.yaml	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/.readthedocs.yaml
.readthedocs.yaml	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/.readthedocs.yaml
Justfile	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/Justfile
Justfile	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/Justfile
LICENSE	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/LICENSE
MANIFEST.in	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/MANIFEST.in
MANIFEST.in	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/MANIFEST.in
README.md	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/README.md
mypy.ini	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/mypy.ini
mypy.ini	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/mypy.ini
pyproject.toml	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/pyproject.toml
pyproject.toml	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/pyproject.toml
pytest.ini	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/pytest.ini
pytest.ini	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/pytest.ini
ruff.toml	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/ruff.toml
ruff.toml	https://patch-diff.githubusercontent.com/phase2interactive/llm/blob/main/ruff.toml
README	https://patch-diff.githubusercontent.com/phase2interactive/llm
Contributing	https://patch-diff.githubusercontent.com/phase2interactive/llm
License	https://patch-diff.githubusercontent.com/phase2interactive/llm
	https://patch-diff.githubusercontent.com/phase2interactive/llm#llm
	https://github.com/simonw/llm
	https://pypi.org/project/llm/
	https://llm.datasette.io/en/stable/changelog.html
	https://github.com/simonw/llm/actions?query=workflow%3ATest
	https://github.com/simonw/llm/blob/main/LICENSE
	https://datasette.io/discord-llm
	https://formulae.brew.sh/formula/llm
Language models on the command-line	https://www.youtube.com/watch?v=QUXQNi6jQ30
read the accompanying detailed notes	https://simonwillison.net/2024/Jun/17/cli-language-models/
Run prompts from the command-line	https://llm.datasette.io/en/stable/usage.html#usage-executing-prompts
Store prompts and responses in SQLite	https://llm.datasette.io/en/stable/logging.html#logging
Generate and store embeddings	https://llm.datasette.io/en/stable/embeddings/index.html#embeddings
Extract structured content from text and images	https://llm.datasette.io/en/stable/schemas.html#schemas
	https://patch-diff.githubusercontent.com/phase2interactive/llm#quick-start
warning note	https://llm.datasette.io/en/stable/setup.html#homebrew-warning
pipx	https://pypa.github.io/pipx/
uv	https://docs.astral.sh/uv/guides/tools/
OpenAI API key	https://platform.openai.com/api-keys
Gemini	https://aistudio.google.com/apikey
Anthropic	https://console.anthropic.com/
install a plugin	https://llm.datasette.io/en/stable/plugins/installing-plugins.html#installing-plugins
Ollama	https://ollama.com/
an interactive chat	https://llm.datasette.io/en/stable/usage.html#usage-chat
llm, ttok and strip-tags—CLI tools for working with ChatGPT and other LLMs	https://simonwillison.net/2023/May/18/cli-tools-for-llms/
The LLM CLI tool now supports self-hosted language models via plugins	https://simonwillison.net/2023/Jul/12/llm/
LLM now provides tools for working with embeddings	https://simonwillison.net/2023/Sep/4/llm-embeddings/
Build an image search engine with llm-clip, chat with models with llm chat	https://simonwillison.net/2023/Sep/12/llm-clip-and-chat/
You can now run prompts against images, audio and video in your terminal using LLM	https://simonwillison.net/2024/Oct/29/llm-multi-modal/
Structured data extraction from unstructured content using LLM schemas	https://simonwillison.net/2025/Feb/28/llm-schemas/
Long context support in LLM 0.24 using fragments and template plugins	https://simonwillison.net/2025/Apr/7/long-context-llm/
the llm tag	https://simonwillison.net/tags/llm/
	https://patch-diff.githubusercontent.com/phase2interactive/llm#contents
Setup	https://llm.datasette.io/en/stable/setup.html
Installation	https://llm.datasette.io/en/stable/setup.html#installation
Upgrading to the latest version	https://llm.datasette.io/en/stable/setup.html#upgrading-to-the-latest-version
Using uvx	https://llm.datasette.io/en/stable/setup.html#using-uvx
A note about Homebrew and PyTorch	https://llm.datasette.io/en/stable/setup.html#a-note-about-homebrew-and-pytorch
Installing plugins	https://llm.datasette.io/en/stable/setup.html#installing-plugins
API key management	https://llm.datasette.io/en/stable/setup.html#api-key-management
Saving and using stored keys	https://llm.datasette.io/en/stable/setup.html#saving-and-using-stored-keys
Passing keys using the –key option	https://llm.datasette.io/en/stable/setup.html#passing-keys-using-the-key-option
Keys in environment variables	https://llm.datasette.io/en/stable/setup.html#keys-in-environment-variables
Configuration	https://llm.datasette.io/en/stable/setup.html#configuration
Setting a custom default model	https://llm.datasette.io/en/stable/setup.html#setting-a-custom-default-model
Setting a custom directory location	https://llm.datasette.io/en/stable/setup.html#setting-a-custom-directory-location
Turning SQLite logging on and off	https://llm.datasette.io/en/stable/setup.html#turning-sqlite-logging-on-and-off
Usage	https://llm.datasette.io/en/stable/usage.html
Executing a prompt	https://llm.datasette.io/en/stable/usage.html#executing-a-prompt
Model options	https://llm.datasette.io/en/stable/usage.html#model-options
Attachments	https://llm.datasette.io/en/stable/usage.html#attachments
System prompts	https://llm.datasette.io/en/stable/usage.html#system-prompts
Tools	https://llm.datasette.io/en/stable/usage.html#tools
Extracting fenced code blocks	https://llm.datasette.io/en/stable/usage.html#extracting-fenced-code-blocks
Schemas	https://llm.datasette.io/en/stable/usage.html#schemas
Fragments	https://llm.datasette.io/en/stable/usage.html#fragments
Continuing a conversation	https://llm.datasette.io/en/stable/usage.html#continuing-a-conversation
Tips for using LLM with Bash or Zsh	https://llm.datasette.io/en/stable/usage.html#tips-for-using-llm-with-bash-or-zsh
Completion prompts	https://llm.datasette.io/en/stable/usage.html#completion-prompts
Starting an interactive chat	https://llm.datasette.io/en/stable/usage.html#starting-an-interactive-chat
Listing available models	https://llm.datasette.io/en/stable/usage.html#listing-available-models
Setting default options for models	https://llm.datasette.io/en/stable/usage.html#setting-default-options-for-models
OpenAI models	https://llm.datasette.io/en/stable/openai-models.html
Configuration	https://llm.datasette.io/en/stable/openai-models.html#configuration
OpenAI language models	https://llm.datasette.io/en/stable/openai-models.html#openai-language-models
Model features	https://llm.datasette.io/en/stable/openai-models.html#model-features
OpenAI embedding models	https://llm.datasette.io/en/stable/openai-models.html#openai-embedding-models
OpenAI completion models	https://llm.datasette.io/en/stable/openai-models.html#openai-completion-models
Adding more OpenAI models	https://llm.datasette.io/en/stable/openai-models.html#adding-more-openai-models
Other models	https://llm.datasette.io/en/stable/other-models.html
Installing and using a local model	https://llm.datasette.io/en/stable/other-models.html#installing-and-using-a-local-model
OpenAI-compatible models	https://llm.datasette.io/en/stable/other-models.html#openai-compatible-models
Extra HTTP headers	https://llm.datasette.io/en/stable/other-models.html#extra-http-headers
Tools	https://llm.datasette.io/en/stable/tools.html
How tools work	https://llm.datasette.io/en/stable/tools.html#how-tools-work
Trying out tools	https://llm.datasette.io/en/stable/tools.html#trying-out-tools
LLM’s implementation of tools	https://llm.datasette.io/en/stable/tools.html#llm-s-implementation-of-tools
Default tools	https://llm.datasette.io/en/stable/tools.html#default-tools
Tips for implementing tools	https://llm.datasette.io/en/stable/tools.html#tips-for-implementing-tools
Schemas	https://llm.datasette.io/en/stable/schemas.html
Schemas tutorial	https://llm.datasette.io/en/stable/schemas.html#schemas-tutorial
Getting started with dogs	https://llm.datasette.io/en/stable/schemas.html#getting-started-with-dogs
Extracting people from a news articles	https://llm.datasette.io/en/stable/schemas.html#extracting-people-from-a-news-articles
Using JSON schemas	https://llm.datasette.io/en/stable/schemas.html#using-json-schemas
Ways to specify a schema	https://llm.datasette.io/en/stable/schemas.html#ways-to-specify-a-schema
Concise LLM schema syntax	https://llm.datasette.io/en/stable/schemas.html#concise-llm-schema-syntax
Saving reusable schemas in templates	https://llm.datasette.io/en/stable/schemas.html#saving-reusable-schemas-in-templates
Browsing logged JSON objects created using schemas	https://llm.datasette.io/en/stable/schemas.html#browsing-logged-json-objects-created-using-schemas
Templates	https://llm.datasette.io/en/stable/templates.html
Getting started with –save	https://llm.datasette.io/en/stable/templates.html#getting-started-with-save
Using a template	https://llm.datasette.io/en/stable/templates.html#using-a-template
Listing available templates	https://llm.datasette.io/en/stable/templates.html#listing-available-templates
Templates as YAML files	https://llm.datasette.io/en/stable/templates.html#templates-as-yaml-files
System prompts	https://llm.datasette.io/en/stable/templates.html#system-prompts
Fragments	https://llm.datasette.io/en/stable/templates.html#fragments
Options	https://llm.datasette.io/en/stable/templates.html#options
Tools	https://llm.datasette.io/en/stable/templates.html#tools
Schemas	https://llm.datasette.io/en/stable/templates.html#schemas
Additional template variables	https://llm.datasette.io/en/stable/templates.html#additional-template-variables
Specifying default parameters	https://llm.datasette.io/en/stable/templates.html#specifying-default-parameters
Configuring code extraction	https://llm.datasette.io/en/stable/templates.html#configuring-code-extraction
Setting a default model for a template	https://llm.datasette.io/en/stable/templates.html#setting-a-default-model-for-a-template
Template loaders from plugins	https://llm.datasette.io/en/stable/templates.html#template-loaders-from-plugins
Fragments	https://llm.datasette.io/en/stable/fragments.html
Using fragments in a prompt	https://llm.datasette.io/en/stable/fragments.html#using-fragments-in-a-prompt
Using fragments in chat	https://llm.datasette.io/en/stable/fragments.html#using-fragments-in-chat
Browsing fragments	https://llm.datasette.io/en/stable/fragments.html#browsing-fragments
Setting aliases for fragments	https://llm.datasette.io/en/stable/fragments.html#setting-aliases-for-fragments
Viewing fragments in your logs	https://llm.datasette.io/en/stable/fragments.html#viewing-fragments-in-your-logs
Using fragments from plugins	https://llm.datasette.io/en/stable/fragments.html#using-fragments-from-plugins
Listing available fragment prefixes	https://llm.datasette.io/en/stable/fragments.html#listing-available-fragment-prefixes
Model aliases	https://llm.datasette.io/en/stable/aliases.html
Listing aliases	https://llm.datasette.io/en/stable/aliases.html#listing-aliases
Adding a new alias	https://llm.datasette.io/en/stable/aliases.html#adding-a-new-alias
Removing an alias	https://llm.datasette.io/en/stable/aliases.html#removing-an-alias
Viewing the aliases file	https://llm.datasette.io/en/stable/aliases.html#viewing-the-aliases-file
Embeddings	https://llm.datasette.io/en/stable/embeddings/index.html
Embedding with the CLI	https://llm.datasette.io/en/stable/embeddings/cli.html
llm embed	https://llm.datasette.io/en/stable/embeddings/cli.html#llm-embed
llm embed-multi	https://llm.datasette.io/en/stable/embeddings/cli.html#llm-embed-multi
llm similar	https://llm.datasette.io/en/stable/embeddings/cli.html#llm-similar
llm embed-models	https://llm.datasette.io/en/stable/embeddings/cli.html#llm-embed-models
llm collections list	https://llm.datasette.io/en/stable/embeddings/cli.html#llm-collections-list
llm collections delete	https://llm.datasette.io/en/stable/embeddings/cli.html#llm-collections-delete
Using embeddings from Python	https://llm.datasette.io/en/stable/embeddings/python-api.html
Working with collections	https://llm.datasette.io/en/stable/embeddings/python-api.html#working-with-collections
Retrieving similar items	https://llm.datasette.io/en/stable/embeddings/python-api.html#retrieving-similar-items
SQL schema	https://llm.datasette.io/en/stable/embeddings/python-api.html#sql-schema
Writing plugins to add new embedding models	https://llm.datasette.io/en/stable/embeddings/writing-plugins.html
Embedding binary content	https://llm.datasette.io/en/stable/embeddings/writing-plugins.html#embedding-binary-content
Embedding storage format	https://llm.datasette.io/en/stable/embeddings/storage.html
Plugins	https://llm.datasette.io/en/stable/plugins/index.html
Installing plugins	https://llm.datasette.io/en/stable/plugins/installing-plugins.html
Listing installed plugins	https://llm.datasette.io/en/stable/plugins/installing-plugins.html#listing-installed-plugins
Running with a subset of plugins	https://llm.datasette.io/en/stable/plugins/installing-plugins.html#running-with-a-subset-of-plugins
Plugin directory	https://llm.datasette.io/en/stable/plugins/directory.html
Local models	https://llm.datasette.io/en/stable/plugins/directory.html#local-models
Remote APIs	https://llm.datasette.io/en/stable/plugins/directory.html#remote-apis
Tools	https://llm.datasette.io/en/stable/plugins/directory.html#tools
Fragments and template loaders	https://llm.datasette.io/en/stable/plugins/directory.html#fragments-and-template-loaders
Embedding models	https://llm.datasette.io/en/stable/plugins/directory.html#embedding-models
Extra commands	https://llm.datasette.io/en/stable/plugins/directory.html#extra-commands
Just for fun	https://llm.datasette.io/en/stable/plugins/directory.html#just-for-fun
Plugin hooks	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html
register_commands(cli)	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-commands-cli
register_models(register)	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-models-register
register_embedding_models(register)	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-embedding-models-register
register_tools(register)	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-tools-register
register_template_loaders(register)	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-template-loaders-register
register_fragment_loaders(register)	https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-fragment-loaders-register
Developing a model plugin	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html
The initial structure of the plugin	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#the-initial-structure-of-the-plugin
Installing your plugin to try it out	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#installing-your-plugin-to-try-it-out
Building the Markov chain	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#building-the-markov-chain
Executing the Markov chain	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#executing-the-markov-chain
Adding that to the plugin	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#adding-that-to-the-plugin
Understanding execute()	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#understanding-execute
Prompts and responses are logged to the database	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#prompts-and-responses-are-logged-to-the-database
Adding options	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#adding-options
Distributing your plugin	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#distributing-your-plugin
GitHub repositories	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#github-repositories
Publishing plugins to PyPI	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#publishing-plugins-to-pypi
Adding metadata	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#adding-metadata
What to do if it breaks	https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#what-to-do-if-it-breaks
Advanced model plugins	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html
Tip: lazily load expensive dependencies	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#tip-lazily-load-expensive-dependencies
Models that accept API keys	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#models-that-accept-api-keys
Async models	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#async-models
Supporting schemas	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#supporting-schemas
Supporting tools	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#supporting-tools
Attachments for multi-modal models	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#attachments-for-multi-modal-models
Tracking token usage	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#tracking-token-usage
Tracking resolved model names	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#tracking-resolved-model-names
LLM_RAISE_ERRORS	https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#llm-raise-errors
Utility functions for plugins	https://llm.datasette.io/en/stable/plugins/plugin-utilities.html
llm.get_key()	https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#llm-get-key
llm.user_dir()	https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#llm-user-dir
llm.ModelError	https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#llm-modelerror
Response.fake()	https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#response-fake
Python API	https://llm.datasette.io/en/stable/python-api.html
Basic prompt execution	https://llm.datasette.io/en/stable/python-api.html#basic-prompt-execution
System prompts	https://llm.datasette.io/en/stable/python-api.html#system-prompts
Attachments	https://llm.datasette.io/en/stable/python-api.html#attachments
Tools	https://llm.datasette.io/en/stable/python-api.html#tools
Schemas	https://llm.datasette.io/en/stable/python-api.html#schemas
Fragments	https://llm.datasette.io/en/stable/python-api.html#fragments
Model options	https://llm.datasette.io/en/stable/python-api.html#model-options
Passing an API key	https://llm.datasette.io/en/stable/python-api.html#passing-an-api-key
Models from plugins	https://llm.datasette.io/en/stable/python-api.html#models-from-plugins
Accessing the underlying JSON	https://llm.datasette.io/en/stable/python-api.html#accessing-the-underlying-json
Token usage	https://llm.datasette.io/en/stable/python-api.html#token-usage
Streaming responses	https://llm.datasette.io/en/stable/python-api.html#streaming-responses
Async models	https://llm.datasette.io/en/stable/python-api.html#async-models
Tool functions can be sync or async	https://llm.datasette.io/en/stable/python-api.html#tool-functions-can-be-sync-or-async
Tool use for async models	https://llm.datasette.io/en/stable/python-api.html#tool-use-for-async-models
Conversations	https://llm.datasette.io/en/stable/python-api.html#conversations
Conversations using tools	https://llm.datasette.io/en/stable/python-api.html#conversations-using-tools
Listing models	https://llm.datasette.io/en/stable/python-api.html#listing-models
Running code when a response has completed	https://llm.datasette.io/en/stable/python-api.html#running-code-when-a-response-has-completed
Other functions	https://llm.datasette.io/en/stable/python-api.html#other-functions
set_alias(alias, model_id)	https://llm.datasette.io/en/stable/python-api.html#set-alias-alias-model-id
remove_alias(alias)	https://llm.datasette.io/en/stable/python-api.html#remove-alias-alias
set_default_model(alias)	https://llm.datasette.io/en/stable/python-api.html#set-default-model-alias
get_default_model()	https://llm.datasette.io/en/stable/python-api.html#get-default-model
set_default_embedding_model(alias) and get_default_embedding_model()	https://llm.datasette.io/en/stable/python-api.html#set-default-embedding-model-alias-and-get-default-embedding-model
Logging to SQLite	https://llm.datasette.io/en/stable/logging.html
Viewing the logs	https://llm.datasette.io/en/stable/logging.html#viewing-the-logs
-s/–short mode	https://llm.datasette.io/en/stable/logging.html#s-short-mode
Logs for a conversation	https://llm.datasette.io/en/stable/logging.html#logs-for-a-conversation
Searching the logs	https://llm.datasette.io/en/stable/logging.html#searching-the-logs
Filtering past a specific ID	https://llm.datasette.io/en/stable/logging.html#filtering-past-a-specific-id
Filtering by model	https://llm.datasette.io/en/stable/logging.html#filtering-by-model
Filtering by prompts that used specific fragments	https://llm.datasette.io/en/stable/logging.html#filtering-by-prompts-that-used-specific-fragments
Filtering by prompts that used specific tools	https://llm.datasette.io/en/stable/logging.html#filtering-by-prompts-that-used-specific-tools
Browsing data collected using schemas	https://llm.datasette.io/en/stable/logging.html#browsing-data-collected-using-schemas
Browsing logs using Datasette	https://llm.datasette.io/en/stable/logging.html#browsing-logs-using-datasette
Backing up your database	https://llm.datasette.io/en/stable/logging.html#backing-up-your-database
SQL schema	https://llm.datasette.io/en/stable/logging.html#sql-schema
Related tools	https://llm.datasette.io/en/stable/related-tools.html
strip-tags	https://llm.datasette.io/en/stable/related-tools.html#strip-tags
ttok	https://llm.datasette.io/en/stable/related-tools.html#ttok
Symbex	https://llm.datasette.io/en/stable/related-tools.html#symbex
CLI reference	https://llm.datasette.io/en/stable/help.html
llm –help	https://llm.datasette.io/en/stable/help.html#llm-help
llm prompt –help	https://llm.datasette.io/en/stable/help.html#llm-prompt-help
llm chat –help	https://llm.datasette.io/en/stable/help.html#llm-chat-help
llm keys –help	https://llm.datasette.io/en/stable/help.html#llm-keys-help
llm logs –help	https://llm.datasette.io/en/stable/help.html#llm-logs-help
llm models –help	https://llm.datasette.io/en/stable/help.html#llm-models-help
llm templates –help	https://llm.datasette.io/en/stable/help.html#llm-templates-help
llm schemas –help	https://llm.datasette.io/en/stable/help.html#llm-schemas-help
llm tools –help	https://llm.datasette.io/en/stable/help.html#llm-tools-help
llm aliases –help	https://llm.datasette.io/en/stable/help.html#llm-aliases-help
llm fragments –help	https://llm.datasette.io/en/stable/help.html#llm-fragments-help
llm plugins –help	https://llm.datasette.io/en/stable/help.html#llm-plugins-help
llm install –help	https://llm.datasette.io/en/stable/help.html#llm-install-help
llm uninstall –help	https://llm.datasette.io/en/stable/help.html#llm-uninstall-help
llm embed –help	https://llm.datasette.io/en/stable/help.html#llm-embed-help
llm embed-multi –help	https://llm.datasette.io/en/stable/help.html#llm-embed-multi-help
llm similar –help	https://llm.datasette.io/en/stable/help.html#llm-similar-help
llm embed-models –help	https://llm.datasette.io/en/stable/help.html#llm-embed-models-help
llm collections –help	https://llm.datasette.io/en/stable/help.html#llm-collections-help
llm openai –help	https://llm.datasette.io/en/stable/help.html#llm-openai-help
Contributing	https://llm.datasette.io/en/stable/contributing.html
Updating recorded HTTP API interactions and associated snapshots	https://llm.datasette.io/en/stable/contributing.html#updating-recorded-http-api-interactions-and-associated-snapshots
Debugging tricks	https://llm.datasette.io/en/stable/contributing.html#debugging-tricks
Documentation	https://llm.datasette.io/en/stable/contributing.html#documentation
Release process	https://llm.datasette.io/en/stable/contributing.html#release-process
Changelog	https://llm.datasette.io/en/stable/changelog.html
llm.datasette.io	https://llm.datasette.io
Readme	https://patch-diff.githubusercontent.com/phase2interactive/llm#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/phase2interactive/llm#Apache-2.0-1-ov-file
Contributing	https://patch-diff.githubusercontent.com/phase2interactive/llm#contributing-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/phase2interactive/llm
Activity	https://patch-diff.githubusercontent.com/phase2interactive/llm/activity
Custom properties	https://patch-diff.githubusercontent.com/phase2interactive/llm/custom-properties
0 stars	https://patch-diff.githubusercontent.com/phase2interactive/llm/stargazers
0 watching	https://patch-diff.githubusercontent.com/phase2interactive/llm/watchers
0 forks	https://patch-diff.githubusercontent.com/phase2interactive/llm/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fphase2interactive%2Fllm&report=phase2interactive+%28user%29
Releases	https://patch-diff.githubusercontent.com/phase2interactive/llm/releases
53 tags	https://patch-diff.githubusercontent.com/phase2interactive/llm/tags
Packages 0	https://patch-diff.githubusercontent.com/orgs/phase2interactive/packages?repo_name=llm
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.